1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
use crate::{
    bitmap::Bitmap,
    buffer::Buffer,
    datatypes::{DataType, Field},
    error::Error,
};
use std::sync::Arc;

use super::{
    new_empty_array,
    specification::{try_check_offsets, try_check_offsets_bounds},
    Array, Offset,
};

mod ffi;
pub(super) mod fmt;
mod iterator;
pub use iterator::*;
mod mutable;
pub use mutable::*;

/// An [`Array`] semantically equivalent to `Vec<Option<Vec<Option<T>>>>` with Arrow's in-memory.
#[derive(Clone)]
pub struct ListArray<O: Offset> {
    data_type: DataType,
    offsets: Buffer<O>,
    values: Box<dyn Array>,
    validity: Option<Bitmap>,
}

impl<O: Offset> ListArray<O> {
    /// Creates a new [`ListArray`].
    ///
    /// # Errors
    /// This function returns an error iff:
    /// * the offsets are not monotonically increasing
    /// * The last offset is not equal to the values' length.
    /// * the validity's length is not equal to `offsets.len() - 1`.
    /// * The `data_type`'s [`crate::datatypes::PhysicalType`] is not equal to either [`crate::datatypes::PhysicalType::List`] or [`crate::datatypes::PhysicalType::LargeList`].
    /// * The `data_type`'s inner field's data type is not equal to `values.data_type`.
    /// # Implementation
    /// This function is `O(N)` - checking monotinicity is `O(N)`
    pub fn try_new(
        data_type: DataType,
        offsets: Buffer<O>,
        values: Box<dyn Array>,
        validity: Option<Bitmap>,
    ) -> Result<Self, Error> {
        try_check_offsets(&offsets, values.len())?;

        if validity
            .as_ref()
            .map_or(false, |validity| validity.len() != offsets.len() - 1)
        {
            return Err(Error::oos(
                "validity mask length must match the number of values",
            ));
        }

        let child_data_type = Self::try_get_child(&data_type)?.data_type();
        let values_data_type = values.data_type();
        if child_data_type != values_data_type {
            return Err(Error::oos(
                format!("ListArray's child's DataType must match. However, the expected DataType is {child_data_type:?} while it got {values_data_type:?}."),
            ));
        }

        Ok(Self {
            data_type,
            offsets,
            values,
            validity,
        })
    }

    /// Creates a new [`ListArray`].
    ///
    /// # Panics
    /// This function panics iff:
    /// * the offsets are not monotonically increasing
    /// * The last offset is not equal to the values' length.
    /// * the validity's length is not equal to `offsets.len() - 1`.
    /// * The `data_type`'s [`crate::datatypes::PhysicalType`] is not equal to either [`crate::datatypes::PhysicalType::List`] or [`crate::datatypes::PhysicalType::LargeList`].
    /// * The `data_type`'s inner field's data type is not equal to `values.data_type`.
    /// # Implementation
    /// This function is `O(N)` - checking monotinicity is `O(N)`
    pub fn new(
        data_type: DataType,
        offsets: Buffer<O>,
        values: Box<dyn Array>,
        validity: Option<Bitmap>,
    ) -> Self {
        Self::try_new(data_type, offsets, values, validity).unwrap()
    }

    /// Alias of `new`
    pub fn from_data(
        data_type: DataType,
        offsets: Buffer<O>,
        values: Box<dyn Array>,
        validity: Option<Bitmap>,
    ) -> Self {
        Self::new(data_type, offsets, values, validity)
    }

    /// Returns a new empty [`ListArray`].
    pub fn new_empty(data_type: DataType) -> Self {
        let values = new_empty_array(Self::get_child_type(&data_type).clone());
        Self::new(data_type, Buffer::from(vec![O::zero()]), values, None)
    }

    /// Returns a new null [`ListArray`].
    #[inline]
    pub fn new_null(data_type: DataType, length: usize) -> Self {
        let child = Self::get_child_type(&data_type).clone();
        Self::new(
            data_type,
            vec![O::default(); 1 + length].into(),
            new_empty_array(child),
            Some(Bitmap::new_zeroed(length)),
        )
    }

    /// Boxes self into a [`Box<dyn Array>`].
    pub fn boxed(self) -> Box<dyn Array> {
        Box::new(self)
    }

    /// Boxes self into a [`Arc<dyn Array>`].
    pub fn arced(self) -> Arc<dyn Array> {
        Arc::new(self)
    }
}

// unsafe construtors
impl<O: Offset> ListArray<O> {
    /// Creates a new [`ListArray`].
    ///
    /// # Errors
    /// This function returns an error iff:
    /// * The last offset is not equal to the values' length.
    /// * the validity's length is not equal to `offsets.len() - 1`.
    /// * The `data_type`'s [`crate::datatypes::PhysicalType`] is not equal to either [`crate::datatypes::PhysicalType::List`] or [`crate::datatypes::PhysicalType::LargeList`].
    /// * The `data_type`'s inner field's data type is not equal to `values.data_type`.
    /// # Safety
    /// This function is unsafe iff:
    /// * the offsets are not monotonically increasing
    /// # Implementation
    /// This function is `O(1)`
    pub unsafe fn try_new_unchecked(
        data_type: DataType,
        offsets: Buffer<O>,
        values: Box<dyn Array>,
        validity: Option<Bitmap>,
    ) -> Result<Self, Error> {
        try_check_offsets_bounds(&offsets, values.len())?;

        if validity
            .as_ref()
            .map_or(false, |validity| validity.len() != offsets.len() - 1)
        {
            return Err(Error::oos(
                "validity mask length must match the number of values",
            ));
        }

        let child_data_type = Self::try_get_child(&data_type)?.data_type();
        let values_data_type = values.data_type();
        if child_data_type != values_data_type {
            return Err(Error::oos(
                format!("ListArray's child's DataType must match. However, the expected DataType is {child_data_type:?} while it got {values_data_type:?}."),
            ));
        }

        Ok(Self {
            data_type,
            offsets,
            values,
            validity,
        })
    }

    /// Creates a new [`ListArray`].
    ///
    /// # Panics
    /// This function panics iff:
    /// * The last offset is not equal to the values' length.
    /// * the validity's length is not equal to `offsets.len() - 1`.
    /// * The `data_type`'s [`crate::datatypes::PhysicalType`] is not equal to either [`crate::datatypes::PhysicalType::List`] or [`crate::datatypes::PhysicalType::LargeList`].
    /// * The `data_type`'s inner field's data type is not equal to `values.data_type`.
    /// # Safety
    /// This function is unsafe iff:
    /// * the offsets are not monotonically increasing
    /// # Implementation
    /// This function is `O(1)`
    pub unsafe fn new_unchecked(
        data_type: DataType,
        offsets: Buffer<O>,
        values: Box<dyn Array>,
        validity: Option<Bitmap>,
    ) -> Self {
        Self::try_new_unchecked(data_type, offsets, values, validity).unwrap()
    }
}

impl<O: Offset> ListArray<O> {
    /// Returns a slice of this [`ListArray`].
    /// # Panics
    /// panics iff `offset + length >= self.len()`
    pub fn slice(&self, offset: usize, length: usize) -> Self {
        assert!(
            offset + length <= self.len(),
            "the offset of the new Buffer cannot exceed the existing length"
        );
        unsafe { self.slice_unchecked(offset, length) }
    }

    /// Returns a slice of this [`ListArray`].
    /// # Safety
    /// The caller must ensure that `offset + length < self.len()`.
    pub unsafe fn slice_unchecked(&self, offset: usize, length: usize) -> Self {
        let validity = self
            .validity
            .clone()
            .map(|x| x.slice_unchecked(offset, length));
        let offsets = self.offsets.clone().slice_unchecked(offset, length + 1);
        Self {
            data_type: self.data_type.clone(),
            offsets,
            values: self.values.clone(),
            validity,
        }
    }

    /// Returns this [`ListArray`] with a new validity.
    /// # Panic
    /// This function panics iff `validity.len() != self.len()`.
    #[must_use]
    pub fn with_validity(mut self, validity: Option<Bitmap>) -> Self {
        self.set_validity(validity);
        self
    }

    /// Sets the validity of this [`ListArray`].
    /// # Panics
    /// This function panics iff `validity.len() != self.len()`.
    pub fn set_validity(&mut self, validity: Option<Bitmap>) {
        if matches!(&validity, Some(bitmap) if bitmap.len() != self.len()) {
            panic!("validity must be equal to the array's length")
        }
        self.validity = validity;
    }
}

// Accessors
impl<O: Offset> ListArray<O> {
    /// Returns the length of this array
    #[inline]
    pub fn len(&self) -> usize {
        self.offsets.len() - 1
    }

    /// Returns the element at index `i`
    #[inline]
    pub fn value(&self, i: usize) -> Box<dyn Array> {
        let offset = self.offsets[i];
        let offset_1 = self.offsets[i + 1];
        let length = (offset_1 - offset).to_usize();

        // Safety:
        // One of the invariants of the struct
        // is that offsets are in bounds
        unsafe { self.values.slice_unchecked(offset.to_usize(), length) }
    }

    /// Returns the element at index `i` as &str
    /// # Safety
    /// Assumes that the `i < self.len`.
    #[inline]
    pub unsafe fn value_unchecked(&self, i: usize) -> Box<dyn Array> {
        let offset = *self.offsets.get_unchecked(i);
        let offset_1 = *self.offsets.get_unchecked(i + 1);
        let length = (offset_1 - offset).to_usize();

        self.values.slice_unchecked(offset.to_usize(), length)
    }

    /// The optional validity.
    #[inline]
    pub fn validity(&self) -> Option<&Bitmap> {
        self.validity.as_ref()
    }

    /// The offsets [`Buffer`].
    #[inline]
    pub fn offsets(&self) -> &Buffer<O> {
        &self.offsets
    }

    /// The values.
    #[inline]
    pub fn values(&self) -> &Box<dyn Array> {
        &self.values
    }
}

impl<O: Offset> ListArray<O> {
    /// Returns a default [`DataType`]: inner field is named "item" and is nullable
    pub fn default_datatype(data_type: DataType) -> DataType {
        let field = Box::new(Field::new("item", data_type, true));
        if O::IS_LARGE {
            DataType::LargeList(field)
        } else {
            DataType::List(field)
        }
    }

    /// Returns a the inner [`Field`]
    /// # Panics
    /// Panics iff the logical type is not consistent with this struct.
    pub fn get_child_field(data_type: &DataType) -> &Field {
        Self::try_get_child(data_type).unwrap()
    }

    /// Returns a the inner [`Field`]
    /// # Errors
    /// Panics iff the logical type is not consistent with this struct.
    pub fn try_get_child(data_type: &DataType) -> Result<&Field, Error> {
        if O::IS_LARGE {
            match data_type.to_logical_type() {
                DataType::LargeList(child) => Ok(child.as_ref()),
                _ => Err(Error::oos("ListArray<i64> expects DataType::LargeList")),
            }
        } else {
            match data_type.to_logical_type() {
                DataType::List(child) => Ok(child.as_ref()),
                _ => Err(Error::oos("ListArray<i32> expects DataType::List")),
            }
        }
    }

    /// Returns a the inner [`DataType`]
    /// # Panics
    /// Panics iff the logical type is not consistent with this struct.
    pub fn get_child_type(data_type: &DataType) -> &DataType {
        Self::get_child_field(data_type).data_type()
    }
}

impl<O: Offset> Array for ListArray<O> {
    #[inline]
    fn as_any(&self) -> &dyn std::any::Any {
        self
    }

    #[inline]
    fn as_any_mut(&mut self) -> &mut dyn std::any::Any {
        self
    }

    #[inline]
    fn len(&self) -> usize {
        self.len()
    }

    #[inline]
    fn data_type(&self) -> &DataType {
        &self.data_type
    }

    #[inline]
    fn validity(&self) -> Option<&Bitmap> {
        self.validity.as_ref()
    }

    fn slice(&self, offset: usize, length: usize) -> Box<dyn Array> {
        Box::new(self.slice(offset, length))
    }

    unsafe fn slice_unchecked(&self, offset: usize, length: usize) -> Box<dyn Array> {
        Box::new(self.slice_unchecked(offset, length))
    }

    fn with_validity(&self, validity: Option<Bitmap>) -> Box<dyn Array> {
        Box::new(self.clone().with_validity(validity))
    }

    fn to_boxed(&self) -> Box<dyn Array> {
        Box::new(self.clone())
    }
}